Merge branch 'main' into Bn-DeeperDive

3-transport/lessons/3-visualize-location-data/README.md

@@ -76,7 +76,7 @@ Charts are not the only tool to visualize data. IoT devices that track weather c
 
 The best visualizations allow humans to humans to make decisions quickly. For example, having a wall of gauges showing all manner of readings from industrial machinery is hard to process, but a flashing red light when something goes wrong allows a human to make a decision. Sometimes the best visualization is a flashing light!
 
-When working with GPS data, the clearest visualization can be to plot the data on a map. A map showing delivery trucks for exampel, can help workers at a processing plant see when trucks will arrive. If this map shows more that just pictures of trucks at their current locations, but gives an idea of the contents of a truck, then the workers at the plant can plan accordingly - if they see a refrigerated truck close by they know to prepare space in a fridge.
+When working with GPS data, the clearest visualization can be to plot the data on a map. A map showing delivery trucks for example, can help workers at a processing plant see when trucks will arrive. If this map shows more that just pictures of trucks at their current locations, but gives an idea of the contents of a truck, then the workers at the plant can plan accordingly - if they see a refrigerated truck close by they know to prepare space in a fridge.
 
 ## Map services
 
@@ -193,7 +193,7 @@ Now you can take the next step which is to display your map on a web page. We wi
 
 Now that you have your web app in place with the map displaying, you need to extract GPS data from your storage account and display it in a layer of markers on top of the map. Before we do that, let's look at the [GeoJSON](https://wikipedia.org/wiki/GeoJSON) format that is required by Azure Maps.
 
-[GeoJSON](https://geojson.org/) is an open standard JSON specification with special formatting designed to handle geographic-specific data. You can learn about it by testing sample data using [geojson.io](geojson.io), which is also a useful tool to debug GeoJSON files.
+[GeoJSON](https://geojson.org/) is an open standard JSON specification with special formatting designed to handle geographic-specific data. You can learn about it by testing sample data using [geojson.io](https://geojson.io), which is also a useful tool to debug GeoJSON files.
 
 Sample GeoJSON data looks like this:
 
@@ -337,7 +337,7 @@ It's nice to be able to display static data on a map as markers. Can you enhance
 Azure Maps is particularly useful for working with IoT devices.
 
 * Research some of the uses in the [Azure Maps documentation on Microsoft docs](https://docs.microsoft.com/azure/azure-maps/tutorial-iot-hub-maps?WT.mc_id=academic-17441-jabenn).
-* Deepen your knowledge of mapmaking and waypoints [with this self-guided learning module on Microsoft Learn](https://docs.microsoft.com/learn/modules/create-your-first-app-with-azure-maps/?WT.mc_id=academic-17441-jabenn).
+* Deepen your knowledge of map making and waypoints with the [create your first route finding app with Azure Maps self-guided learning module on Microsoft Learn](https://docs.microsoft.com/learn/modules/create-your-first-app-with-azure-maps/?WT.mc_id=academic-17441-jabenn).
 
 ## Assignment